{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 导入基本模块"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "import os\n",
    "from os import path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import warnings\n",
    "\n",
    "warnings.filterwarnings(action='ignore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pickle"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 定义函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_frequency(data1, treshold = 2):\n",
    "    '''\n",
    "    data1.index.week表示一年中第几个星期。比如1月2日表示第1周。12月是50多周\n",
    "    可以将所处周相同的。作为新的一个特征，然后使用groupby进行分类。统计周出现的频率。月出现的频率\n",
    "    '''\n",
    "    data1['Frequency'] = data1.imsi_.map(data1.imsi_.value_counts()) # 频率使用的是imsi_出现的次数\n",
    "    data1 = data1[data1.Frequency >= treshold]\n",
    "    data1.index = pd.to_datetime(data1.update_time_)\n",
    "    data1['day'] = data1.index.day # 要统计一个imsi_每天，每周，每年出现的次数，可以增加新的特征列\n",
    "    data1['week'] = data1.index.week\n",
    "    data1['month'] = data1.index.month\n",
    "    day = data1.groupby(['imsi_',data1.day])['device_id_'].value_counts().unstack(fill_value=0)\n",
    "    week = data1.groupby(['imsi_',data1.week])['device_id_'].value_counts().unstack(fill_value=0)\n",
    "    month = data1.groupby(['imsi_',data1.month])['device_id_'].value_counts().unstack(fill_value=0)\n",
    "    print('data processed successfully')\n",
    "    return day, week, month"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_data(file_name):\n",
    "    '''\n",
    "    传入的是文件路径\n",
    "    读取并对数据进行处理\n",
    "    '''\n",
    "    file_extension = path.splitext(file_name)[1]\n",
    "    if file_extension == '.csv':\n",
    "        data = pd.read_csv(file_name, encoding='gbk')\n",
    "    elif file_extension == '.xlsx':\n",
    "        data = pd.read_excel(file_name, encoding='gbk')\n",
    "    drop_col = ['imei_', 'area_', 'msisdn_']\n",
    "    data.drop(drop_col, axis=1, inplace=True)\n",
    "    col = data.columns\n",
    "    for each in col:\n",
    "        if data[each].dtype == object:\n",
    "            data[each] = data[each].str.replace('\\t', '')\n",
    "    print('data load successfully')\n",
    "    return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "def transform(day, week, month):\n",
    "    day_d = {}\n",
    "    week_d = {}\n",
    "    month_d = {}\n",
    "    # 解除multyindex\n",
    "    day, week, month = day.reset_index(level=1), week.reset_index(level=1), month.reset_index(level=1)\n",
    "    day_user_id = list(set(day.index)) # 获取数据的基础id\n",
    "    week_user_id = list(set(week.index))\n",
    "    month_user_id = list(set(month.index))\n",
    "    for each in day_user_id:\n",
    "        day_d[each] = {}\n",
    "        try:\n",
    "            day_d[each].update(day.loc[each,:].to_dict('list'))\n",
    "        except TypeError:\n",
    "            day_d[each].update(day.loc[each,:].to_frame().T.to_dict('list'))\n",
    "    for each in week_user_id:\n",
    "        week_d[each] = {}\n",
    "        try:\n",
    "            week_d[each].update(week.loc[each,:].to_dict('list'))\n",
    "        except TypeError:\n",
    "            week_d[each].update(week.loc[each,:].to_frame().T.to_dict('list'))\n",
    "    for each in month_user_id:\n",
    "        month_d[each] = {}\n",
    "        try:\n",
    "            month_d[each].update(month.loc[each,:].to_dict('list'))\n",
    "        except TypeError:\n",
    "            month_d[each].update(month.loc[each,:].to_frame().T.to_dict('list'))\n",
    "    print('data transform successfully')\n",
    "    return day_d, week_d, month_d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "def main():\n",
    "    '''\n",
    "    定义主函数，方便运行\n",
    "    '''\n",
    "    os.listdir('../Project Data/')\n",
    "    os.chdir('../Project Data/') # 切换到数据所在目录\n",
    "    data = get_data('20190524-001.csv')\n",
    "    day, week, month = get_frequency(data, treshold=1)\n",
    "    day, week, month = transform(day, week, month)\n",
    "    print(len(day))\n",
    "    print(day)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 运行代码"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data load successfully\n",
      "data processed successfully\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-19-d80fbc442b05>\u001b[0m in \u001b[0;36mtransform\u001b[0;34m(day, week, month)\u001b[0m\n\u001b[1;32m     12\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 13\u001b[0;31m             \u001b[0mday_d\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mday\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0meach\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'list'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     14\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mto_dict\u001b[0;34m(self, into)\u001b[0m\n\u001b[1;32m   1559\u001b[0m         \u001b[0;31m# GH16122\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1560\u001b[0;31m         \u001b[0minto_c\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstandardize_mapping\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1561\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0minto_c\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/common.py\u001b[0m in \u001b[0;36mstandardize_mapping\u001b[0;34m(into)\u001b[0m\n\u001b[1;32m    388\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0missubclass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mabc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMapping\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 389\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"unsupported type: {into}\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    390\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0minto\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mdefaultdict\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: unsupported type: <class 'str'>",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-25-263240bbee7e>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mmain\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m<ipython-input-24-c5e754975383>\u001b[0m in \u001b[0;36mmain\u001b[0;34m()\u001b[0m\n\u001b[1;32m      7\u001b[0m     \u001b[0mdata\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_data\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'20190524-001.csv'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      8\u001b[0m     \u001b[0mday\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mweek\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmonth\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_frequency\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtreshold\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 9\u001b[0;31m     \u001b[0mday\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mweek\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmonth\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtransform\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mday\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mweek\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmonth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     10\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mday\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     11\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mday\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-19-d80fbc442b05>\u001b[0m in \u001b[0;36mtransform\u001b[0;34m(day, week, month)\u001b[0m\n\u001b[1;32m     13\u001b[0m             \u001b[0mday_d\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mday\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0meach\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'list'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     14\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 15\u001b[0;31m             \u001b[0mday_d\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mday\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0meach\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_frame\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mT\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'list'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     16\u001b[0m     \u001b[0;32mfor\u001b[0m \u001b[0meach\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mweek_user_id\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     17\u001b[0m         \u001b[0mweek_d\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0meach\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mto_frame\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m   1587\u001b[0m         \"\"\"\n\u001b[1;32m   1588\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1589\u001b[0;31m             \u001b[0mdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_constructor_expanddim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1590\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1591\u001b[0m             \u001b[0mdf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_constructor_expanddim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, data, index, columns, dtype, copy)\u001b[0m\n\u001b[1;32m    493\u001b[0m                 \u001b[0mmgr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minit_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    494\u001b[0m             \u001b[0;32melif\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"name\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 495\u001b[0;31m                 \u001b[0mmgr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minit_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m{\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    496\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    497\u001b[0m                 \u001b[0mmgr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0minit_ndarray\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36minit_dict\u001b[0;34m(data, index, columns, dtype)\u001b[0m\n\u001b[1;32m    281\u001b[0m             \u001b[0marr\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mis_datetime64tz_dtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marr\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0marr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0marr\u001b[0m \u001b[0;32min\u001b[0m \u001b[0marrays\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    282\u001b[0m         ]\n\u001b[0;32m--> 283\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0marrays_to_mgr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdtype\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    284\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    285\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/internals/construction.py\u001b[0m in \u001b[0;36marrays_to_mgr\u001b[0;34m(arrays, arr_names, index, columns, dtype, verify_integrity)\u001b[0m\n\u001b[1;32m     91\u001b[0m     \u001b[0maxes\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mcolumns\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     92\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 93\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mcreate_block_manager_from_arrays\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0marr_names\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     94\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36mcreate_block_manager_from_arrays\u001b[0;34m(arrays, names, axes)\u001b[0m\n\u001b[1;32m   1681\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1682\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1683\u001b[0;31m         \u001b[0mblocks\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mform_blocks\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0marrays\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnames\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1684\u001b[0m         \u001b[0mmgr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mBlockManager\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mblocks\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1685\u001b[0m         \u001b[0mmgr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_consolidate_inplace\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/internals/managers.py\u001b[0m in \u001b[0;36mform_blocks\u001b[0;34m(arrays, names, axes)\u001b[0m\n\u001b[1;32m   1732\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1733\u001b[0m         \u001b[0mk\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnames\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mname_idx\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1734\u001b[0;31m         \u001b[0mv\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0marrays\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mname_idx\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1735\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1736\u001b[0m         \u001b[0mblock_type\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_block_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "main()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 代码调试"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "os.listdir('../Project Data/')\n",
    "\n",
    "os.chdir('../Project Data/') # 切换到数据所在目录"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data load successfully\n"
     ]
    }
   ],
   "source": [
    "data = get_data('20190524-001.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>imsi_</th>\n",
       "      <th>update_time_</th>\n",
       "      <th>lac_</th>\n",
       "      <th>cellid_</th>\n",
       "      <th>status_</th>\n",
       "      <th>ap_type_</th>\n",
       "      <th>device_id_</th>\n",
       "      <th>eventid_</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>460110413044304</td>\n",
       "      <td>2019-05-08 20:09:29</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>拒绝</td>\n",
       "      <td>FDD-LTE</td>\n",
       "      <td>DX-SZSC001</td>\n",
       "      <td>Normal Lau</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>460110413042577</td>\n",
       "      <td>2019-05-08 20:09:41</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>拒绝</td>\n",
       "      <td>FDD-LTE</td>\n",
       "      <td>DX-SZSC001</td>\n",
       "      <td>Normal Lau</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>460110425023300</td>\n",
       "      <td>2019-05-08 20:10:14</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>拒绝</td>\n",
       "      <td>FDD-LTE</td>\n",
       "      <td>DX-SZSC001</td>\n",
       "      <td>Normal Lau</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>460110714141865</td>\n",
       "      <td>2019-05-08 20:10:40</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>拒绝</td>\n",
       "      <td>FDD-LTE</td>\n",
       "      <td>DX-SZSC001</td>\n",
       "      <td>Normal Lau</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>460016692088409</td>\n",
       "      <td>2019-05-08 20:08:55</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>拒绝</td>\n",
       "      <td>FDD-LTE</td>\n",
       "      <td>LT-SZSC001</td>\n",
       "      <td>Normal Lau</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             imsi_         update_time_  lac_  cellid_ status_ ap_type_  \\\n",
       "0  460110413044304  2019-05-08 20:09:29     0        0      拒绝  FDD-LTE   \n",
       "1  460110413042577  2019-05-08 20:09:41     0        0      拒绝  FDD-LTE   \n",
       "2  460110425023300  2019-05-08 20:10:14     0        0      拒绝  FDD-LTE   \n",
       "3  460110714141865  2019-05-08 20:10:40     0        0      拒绝  FDD-LTE   \n",
       "4  460016692088409  2019-05-08 20:08:55     0        0      拒绝  FDD-LTE   \n",
       "\n",
       "   device_id_    eventid_  \n",
       "0  DX-SZSC001  Normal Lau  \n",
       "1  DX-SZSC001  Normal Lau  \n",
       "2  DX-SZSC001  Normal Lau  \n",
       "3  DX-SZSC001  Normal Lau  \n",
       "4  LT-SZSC001  Normal Lau  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data processed successfully\n"
     ]
    }
   ],
   "source": [
    "day, week, month = get_frequency(data, treshold=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "day = day.reset_index(level=1)  # https://www.cnblogs.com/beyondChan/p/10926788.html\n",
    "\n",
    "# multiple index 的方法"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>device_id_</th>\n",
       "      <th>day</th>\n",
       "      <th>DX-SZSC001</th>\n",
       "      <th>LT-SZSC001</th>\n",
       "      <th>YD-SZSC001</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>imsi_</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "device_id_       day  DX-SZSC001  LT-SZSC001  YD-SZSC001\n",
       "imsi_                                                   \n",
       "222992312514644    8           0           1           0\n",
       "222992312514644    9           0           2           0\n",
       "222992312514644   10           0           2           0\n",
       "222992312514644   11           0           2           0\n",
       "222992312514644   13           0           4           0"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "day.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 158,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "set(week.index) == set(month.index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "unsupported type: <class 'str'>",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-159-693183100d4b>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mday\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m460079768010752\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'list'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0;31m# 直接这样报错，原因是数据类型是Series，转换成DF即可\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mto_dict\u001b[0;34m(self, into)\u001b[0m\n\u001b[1;32m   1558\u001b[0m         \"\"\"\n\u001b[1;32m   1559\u001b[0m         \u001b[0;31m# GH16122\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1560\u001b[0;31m         \u001b[0minto_c\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstandardize_mapping\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1561\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0minto_c\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1562\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/common.py\u001b[0m in \u001b[0;36mstandardize_mapping\u001b[0;34m(into)\u001b[0m\n\u001b[1;32m    387\u001b[0m         \u001b[0minto\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    388\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0missubclass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mabc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMapping\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 389\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"unsupported type: {into}\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    390\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0minto\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mdefaultdict\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    391\u001b[0m         \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"to_dict() only accepts initialized defaultdicts\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: unsupported type: <class 'str'>"
     ]
    }
   ],
   "source": [
    "day.loc[460079768010752,:].to_dict('list')\n",
    "# 直接这样报错，原因是数据类型是Series，转换成DF即可"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 165,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>460079768010752</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>device_id_</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>day</th>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DX-SZSC001</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LT-SZSC001</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>YD-SZSC001</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "            460079768010752\n",
       "device_id_                 \n",
       "day                      23\n",
       "DX-SZSC001                0\n",
       "LT-SZSC001                0\n",
       "YD-SZSC001                3"
      ]
     },
     "execution_count": 165,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "day.loc[460079768010752,:].to_frame()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{460079768010752: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]}}"
      ]
     },
     "execution_count": 167,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = {}\n",
    "d[460079768010752] = {}\n",
    "d[460079768010752].update(day.loc[460079768010752,:].to_frame().T.to_dict('list'))\n",
    "d"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2\n"
     ]
    }
   ],
   "source": [
    "try:\n",
    "    raise AttributeError\n",
    "except (TypeError,AttributeError) as reason:\n",
    "    if isinstance(reason, TypeError):\n",
    "        print(1)\n",
    "    else:\n",
    "        print(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>device_id_</th>\n",
       "      <th>day</th>\n",
       "      <th>DX-SZSC001</th>\n",
       "      <th>LT-SZSC001</th>\n",
       "      <th>YD-SZSC001</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>imsi_</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>9</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>222992312514644</th>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "device_id_       day  DX-SZSC001  LT-SZSC001  YD-SZSC001\n",
       "imsi_                                                   \n",
       "222992312514644    8           0           1           0\n",
       "222992312514644    9           0           2           0\n",
       "222992312514644   10           0           2           0\n",
       "222992312514644   11           0           2           0\n",
       "222992312514644   13           0           4           0"
      ]
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "day.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['day', 'DX-SZSC001', 'LT-SZSC001', 'YD-SZSC001'], dtype='object', name='device_id_')"
      ]
     },
     "execution_count": 127,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "day.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [],
   "source": [
    "userid = list(set(day.index))\n",
    "d = {}\n",
    "for each in userid:\n",
    "    d[each] = {}\n",
    "    try:\n",
    "        d[each].update(day.loc[each,:].to_dict('list'))\n",
    "    except (TypeError, AttributeError) as r:\n",
    "        if isinstance(r, TypeError):\n",
    "            try:\n",
    "                d[each].update(day.loc[each,:].to_frame().T.to_dict('list'))\n",
    "            except:\n",
    "                print(f'{each} is missing...')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 145,
   "metadata": {},
   "outputs": [
    {
     "ename": "TypeError",
     "evalue": "unsupported type: <class 'str'>",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-145-765cc72be3dd>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0md\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m460001092568480\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mday\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mloc\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m460001092568480\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'list'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/series.py\u001b[0m in \u001b[0;36mto_dict\u001b[0;34m(self, into)\u001b[0m\n\u001b[1;32m   1558\u001b[0m         \"\"\"\n\u001b[1;32m   1559\u001b[0m         \u001b[0;31m# GH16122\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1560\u001b[0;31m         \u001b[0minto_c\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstandardize_mapping\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1561\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0minto_c\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitems\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1562\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/miniconda3/lib/python3.8/site-packages/pandas/core/common.py\u001b[0m in \u001b[0;36mstandardize_mapping\u001b[0;34m(into)\u001b[0m\n\u001b[1;32m    387\u001b[0m         \u001b[0minto\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtype\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    388\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0missubclass\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minto\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mabc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMapping\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 389\u001b[0;31m         \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34mf\"unsupported type: {into}\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    390\u001b[0m     \u001b[0;32melif\u001b[0m \u001b[0minto\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mdefaultdict\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    391\u001b[0m         \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"to_dict() only accepts initialized defaultdicts\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mTypeError\u001b[0m: unsupported type: <class 'str'>"
     ]
    }
   ],
   "source": [
    "d[460001092568480].update(day.loc[460001092568480,:].to_dict('list'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{460001092568480: [11, 0, 0, 3]}"
      ]
     },
     "execution_count": 147,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d = {}\n",
    "d[460001092568480] = {}\n",
    "pd.DataFrame(day.loc[460001092568480,:]).to_dict('list')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 150,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{460001092568480: [11, 0, 0, 3]}"
      ]
     },
     "execution_count": 150,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(day.loc[460001092568480,:]).to_dict('list')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 171,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "list(set(day.index)) == list(set(week.index))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data load successfully\n"
     ]
    }
   ],
   "source": [
    "os.listdir('../Project Data/')\n",
    "os.chdir('../Project Data/') # 切换到数据所在目录\n",
    "data = get_data('20190524-001.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data processed successfully\n"
     ]
    }
   ],
   "source": [
    "day, week, month = get_frequency(data, treshold=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "data transform successfully\n"
     ]
    }
   ],
   "source": [
    "day, week, month = transform(day, week, month)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{460079768010752: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460110771912705: {'day': [15, 16, 17, 18, 20, 21, 24],\n",
       "  'DX-SZSC001': [5, 2, 9, 3, 5, 11, 2],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0]},\n",
       " 460017747623943: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 5, 4, 5, 6, 3, 6, 5, 3, 1, 4, 4, 3, 5, 2, 7, 5],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460111109423112: {'day': [18, 21],\n",
       "  'DX-SZSC001': [2, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460000280182793: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460091092107274: {'day': [13, 14, 16, 18],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460110411595787: {'day': [8],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460018974064652: {'day': [10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 3, 2, 2, 2, 2, 2, 3, 2, 4, 2, 1, 2, 4],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460111109423118: {'day': [20, 22],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 454120417001489: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110413168673: {'day': [10, 12],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460005572214818: {'day': [9, 13, 14, 15, 16, 17, 18, 19, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 1, 2, 2, 2, 2, 1, 1]},\n",
       " 460027200274469: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000500383782: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [4, 1]},\n",
       " 460016780705830: {'day': [13, 16, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 2],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 505015602249767: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [1],\n",
       "  'YD-SZSC001': [5]},\n",
       " 460015316107305: {'day': [9, 15, 16, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [5, 7, 1, 12],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460017226219563: {'day': [16, 18, 20, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460017051631663: {'day': [11, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460018974064708: {'day': [9, 11, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460027758641227: {'day': [19, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460022903341132: {'day': [9, 10, 11, 12, 13, 14, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [4, 4, 5, 6, 8, 5, 2, 2]},\n",
       " 460110415003723: {'day': [12, 17, 20, 21],\n",
       "  'DX-SZSC001': [1, 1, 2, 1],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460021126529103: {'day': [9, 11, 13, 14, 16, 18, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 2, 1, 1, 1, 1, 1, 2]},\n",
       " 460013573505104: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [5],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460020808155218: {'day': [13, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015756509267: {'day': [9, 10, 12, 13, 14, 15, 16, 17, 20, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 2, 1, 3, 1, 2, 4, 4, 1, 3, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460098610004066: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000941441123: {'day': [10, 13, 14, 15, 16, 17, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 3, 2, 2, 3, 2, 1, 1, 1, 1]},\n",
       " 460012048613480: {'day': [10, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015387410538: {'day': [16, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460110090207341: {'day': [13, 14],\n",
       "  'DX-SZSC001': [2, 2],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460026188136561: {'day': [16, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460110411858040: {'day': [9],\n",
       "  'DX-SZSC001': [4],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460018486607999: {'day': [10, 14, 15, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 2, 2, 2, 1, 3, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460021321433218: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460020238123140: {'day': [11, 15, 18],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460000070729864: {'day': [9, 10, 13, 17, 18, 19, 21, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 2, 1, 3, 1]},\n",
       " 460079708242056: {'day': [14],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000060113042: {'day': [20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 3, 3]},\n",
       " 460000146620562: {'day': [9, 14, 16, 17, 18, 20, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [3, 1, 3, 2, 1, 1, 5, 1]},\n",
       " 460006851870879: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015146500257: {'day': [15, 16, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460011541102755: {'day': [15, 16, 17, 18, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 4, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460028893724836: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000971456687: {'day': [8, 9, 10, 11, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1, 1, 1]},\n",
       " 460018009505971: {'day': [9, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460015416246458: {'day': [19, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 454000075997371: {'day': [15, 16, 20, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460002911322299: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460016736010861: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460020305625719: {'day': [9, 11],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460027162788485: {'day': [15, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460000320160392: {'day': [16, 17, 18, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 2, 2, 2]},\n",
       " 460110797865617: {'day': [9, 14, 22, 23],\n",
       "  'DX-SZSC001': [3, 2, 2, 2],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460000283722387: {'day': [14],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110415528595: {'day': [21, 23],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460093030007446: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460092021015195: {'day': [22],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 454065800348319: {'day': [13],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460001931952802: {'day': [23],\n",
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       "  'YD-SZSC001': [3]},\n",
       " 460000920339108: {'day': [24],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460011892900517: {'day': [14, 16, 20],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460016736273060: {'day': [17, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [7, 1, 1, 2, 2, 7],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460071743128231: {'day': [9, 10, 12, 13, 14, 15, 16, 17, 19, 20, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1, 1, 2, 1, 2, 2, 3, 4, 2, 1]},\n",
       " 460008471397054: {'day': [22],\n",
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       "  'YD-SZSC001': [3]},\n",
       " 460028755575488: {'day': [19],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460075206050496: {'day': [11],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [13]},\n",
       " 460015527527107: {'day': [9, 10, 12, 15, 19, 20, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 2, 4, 5, 3, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460012597412552: {'day': [16, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460028138226393: {'day': [23],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460028112274141: {'day': [19],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 454030010876638: {'day': [13],\n",
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       "  'LT-SZSC001': [5],\n",
       "  'YD-SZSC001': [1]},\n",
       " 460026293125859: {'day': [11, 18, 20],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2]},\n",
       " 460110869431014: {'day': [18],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460002961130215: {'day': [22],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460017520607975: {'day': [12],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460029898785515: {'day': [23],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015656502008: {'day': [11, 12, 14, 15, 17],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 4, 3, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460000316621575: {'day': [20, 22],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460110410547975: {'day': [19],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460000760169225: {'day': [13, 16],\n",
       "  'DX-SZSC001': [0, 0],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460010362110734: {'day': [11, 12],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460015517696790: {'day': [21, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460110411727638: {'day': [22, 23],\n",
       "  'DX-SZSC001': [4, 4],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460005562254110: {'day': [16],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460028186723102: {'day': [12],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460090992100126: {'day': [14, 15, 16, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 2, 2, 2, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460000480330529: {'day': [12, 13, 16, 17, 18, 21, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 4, 2, 2, 1, 1, 1, 1]},\n",
       " 460099633808162: {'day': [19, 20, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460003006612259: {'day': [11, 12, 18, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 2]},\n",
       " 460019048514340: {'day': [10, 13, 15, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460001515668265: {'day': [22, 23],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460020243366700: {'day': [18],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460018585043758: {'day': [13],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 454006060221231: {'day': [12],\n",
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       " 460010312696625: {'day': [15],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460018822939441: {'day': [9, 12, 13, 14, 15, 17, 18, 19, 20, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 6, 15, 2, 2, 2, 17, 23, 2, 12, 14, 11],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460015866610487: {'day': [22],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460018298520380: {'day': [18],\n",
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       " 460012920374079: {'day': [17],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460000210191172: {'day': [11, 12],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460018871305030: {'day': [11, 22],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460015616525129: {'day': [13, 14, 17, 19, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [3, 2, 3, 1, 2, 3, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460020308640603: {'day': [9,\n",
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       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [3, 3, 2, 3, 7, 2, 3, 4, 3, 5, 5, 4, 5, 5, 3]},\n",
       " 460028186329949: {'day': [19],\n",
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       " 460013535757155: {'day': [11, 12, 18, 19],\n",
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       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
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       " 460015856517989: {'day': [15],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460004292297574: {'day': [15],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460012418630503: {'day': [12],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460018064032614: {'day': [9, 14, 21],\n",
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       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460110914257773: {'day': [12],\n",
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       " 460002606580592: {'day': [22, 23],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460110847804273: {'day': [10, 11],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460007972275077: {'day': [9, 20],\n",
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       "  'YD-SZSC001': [2, 1]},\n",
       " 460000971457418: {'day': [17, 20],\n",
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       "  'YD-SZSC001': [1, 2]},\n",
       " 460018850071442: {'day': [23, 24],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460021181055890: {'day': [22],\n",
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       "  'YD-SZSC001': [5]},\n",
       " 460016617522071: {'day': [11],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460022170518424: {'day': [19],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460110413038489: {'day': [9, 10, 11, 13, 14, 15, 17, 20, 21, 22, 24],\n",
       "  'DX-SZSC001': [2, 2, 3, 3, 4, 3, 3, 2, 2, 4, 3],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460026188137389: {'day': [10, 11, 12, 15, 18, 19],\n",
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       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
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       " 460075206050739: {'day': [22],\n",
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       " 460010884039604: {'day': [9, 23],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460013227606967: {'day': [19],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460018796987337: {'day': [11],\n",
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       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460078237221846: {'day': [14, 15, 16, 17, 18, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1, 1, 2]},\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460018922947549: {'day': [16, 19],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460002208908254: {'day': [11, 18],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460025164465130: {'day': [15],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460018408621043: {'day': [23, 24],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460016646620149: {'day': [11, 12],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460029141451769: {'day': [19, 20],\n",
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       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015656502268: {'day': [12],\n",
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       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110417626140: {'day': [8, 10, 21, 23, 24],\n",
       "  'DX-SZSC001': [1, 1, 1, 1, 1],\n",
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       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460110418805792: {'day': [11, 12, 19, 23],\n",
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       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460010117006371: {'day': [18],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460002841330734: {'day': [18, 19],\n",
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       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460015386625070: {'day': [18],\n",
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       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460002508538932: {'day': [10, 11],\n",
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       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460016687514676: {'day': [23, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460099511780405: {'day': [14, 17, 18, 20],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 454065210262585: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460012049007676: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460014576600135: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460012460311625: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460020242580553: {'day': [13, 14, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2]},\n",
       " 460017902027851: {'day': [15, 17, 21, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460002841330765: {'day': [9, 10, 14, 15, 17, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 1, 1, 1, 2, 1, 2]},\n",
       " 460014747780177: {'day': [9, 13, 14],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460110416577633: {'day': [13, 14, 20, 22],\n",
       "  'DX-SZSC001': [1, 1, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460000360137830: {'day': [13, 16, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460007660323945: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460009103426669: {'day': [9, 10, 11, 13, 14, 15, 16, 17, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 1, 4, 1, 1, 1, 5, 1, 1]},\n",
       " 460010117006445: {'day': [8, 9, 10, 11, 13, 14, 16, 17, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [4, 12, 3, 4, 4, 5, 2, 2, 4, 4, 4],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460012862309499: {'day': [13, 17, 21],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460110424310908: {'day': [13, 14],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460090992100477: {'day': [9, 10, 15, 16, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [6, 4, 4, 3, 16, 10, 10],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0]},\n",
       " 460110043153538: {'day': [17, 18, 19],\n",
       "  'DX-SZSC001': [6, 5, 1],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460010313614468: {'day': [13, 14, 15, 16],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460020242711694: {'day': [11, 13, 16, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460017272620186: {'day': [8, 9, 10],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 2],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460013082117277: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460065004061858: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460001102529700: {'day': [11, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [7, 2]},\n",
       " 460000151733414: {'day': [18, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460072461010086: {'day': [11, 13, 16, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 2, 1, 1, 1]},\n",
       " 460015856518312: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460019512509610: {'day': [14],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460018778113195: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460028140979372: {'day': [23, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 454065801004206: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460017351918785: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [4],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015616525508: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460003006743759: {'day': [13, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460012148622549: {'day': [11, 12, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 2, 3],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460110810318037: {'day': [9, 10, 11, 15, 16, 17, 18, 19, 20, 21, 24],\n",
       "  'DX-SZSC001': [1, 1, 2, 2, 1, 1, 3, 4, 1, 3, 2],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460015416509655: {'day': [17],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460012862309592: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004092151003: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015856649438: {'day': [16, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460022791406816: {'day': [14, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460000130368737: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460018009507049: {'day': [20, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460021123253487: {'day': [10, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460002508539137: {'day': [11, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460003762242818: {'day': [14, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015686518017: {'day': [15, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460000060114180: {'day': [10, 14, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460016996058370: {'day': [13, 14, 15, 17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2, 1, 2, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460018468521222: {'day': [14, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [2, 3, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460025209029891: {'day': [9, 16],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015551907080: {'day': [10, 11],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460016053912842: {'day': [11, 12, 13, 14, 18, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2, 2, 2, 5, 3, 8, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460002606712075: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460002761377036: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110411203853: {'day': [14, 21],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460020101285144: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460010003105050: {'day': [19, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460016727622939: {'day': [10, 13, 15, 17, 20, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460003183297822: {'day': [16, 17, 19, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 1]},\n",
       " 460028925314336: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015856518433: {'day': [9, 11],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460061021046050: {'day': [11, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460012248630563: {'day': [8,\n",
       "   9,\n",
       "   11,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 2, 1, 1, 4, 2, 2, 1, 1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460016776512803: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460019936614522: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460006573868328: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460029198599466: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460015616525623: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460018161419583: {'day': [14, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460077111969096: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460016987014478: {'day': [13, 16, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460021180794193: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460110414218579: {'day': [11, 16, 23],\n",
       "  'DX-SZSC001': [1, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460000360138076: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000053691747: {'day': [14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 5, 1, 4, 4, 2, 6, 5, 4, 4]},\n",
       " 460003183297900: {'day': [19, 20, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460029893412205: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110414873965: {'day': [11],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460010986014077: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460008344126849: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460025449284997: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460023128917392: {'day': [15, 17, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2]},\n",
       " 460001092568480: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460110419199395: {'day': [14, 24],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460079996470694: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460007592166832: {'day': [10, 11],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460017121625525: {'day': [11, 13, 16, 20, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 3],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460000500385210: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460028137178560: {'day': [14, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004850533825: {'day': [10, 12, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 6, 2]},\n",
       " 460091322009026: {'day': [12, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460007081510340: {'day': [15, 17, 19, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 2, 1]},\n",
       " 460015202338245: {'day': [9, 13, 16, 17, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 3, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460011498636742: {'day': [22],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460004312221130: {'day': [18],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460000060114387: {'day': [15, 16, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 3]},\n",
       " 460002506835411: {'day': [14, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460069107008979: {'day': [11, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004970595800: {'day': [12],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460012944229859: {'day': [17],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460006653298148: {'day': [23],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110806648301: {'day': [9, 10, 11, 12],\n",
       "  'DX-SZSC001': [2, 2, 1, 1],\n",
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       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460017862313454: {'day': [9, 10, 11, 12, 13, 16, 17, 19, 20, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460020103382512: {'day': [23],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460028969879026: {'day': [9, 10, 11, 16, 17, 20, 21, 22, 23, 24],\n",
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       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 3, 1, 1, 1, 1, 1, 1, 3]},\n",
       " 460110411073012: {'day': [9, 12],\n",
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       " 460003742189049: {'day': [9],\n",
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       " 460029866411516: {'day': [11],\n",
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       " 460018778113538: {'day': [9, 10, 17, 22, 23],\n",
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       " 460000941442577: {'day': [23],\n",
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       " 460000950355475: {'day': [19],\n",
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       " 460021075543574: {'day': [15, 16],\n",
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       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460000330122786: {'day': [10, 13, 15],\n",
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       " 460019072501283: {'day': [8, 10],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460009865741863: {'day': [15, 24],\n",
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       "  'YD-SZSC001': [2, 1]},\n",
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       " 460075888936497: {'day': [9, 15],\n",
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       " 460002208908864: {'day': [11],\n",
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       " 460023101261380: {'day': [17, 21],\n",
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       " 460021818328650: {'day': [22],\n",
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       " 460000382682708: {'day': [11, 18],\n",
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       "  'YD-SZSC001': [5, 7]},\n",
       " 460012467914343: {'day': [13, 18],\n",
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       " 460010588210794: {'day': [12],\n",
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       " 460012914214507: {'day': [19, 20, 21, 23],\n",
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       " 460015486109293: {'day': [12],\n",
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       " 460012118607474: {'day': [11, 15, 16, 23],\n",
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       " 460019517621884: {'day': [13, 16],\n",
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       " 460110413170307: {'day': [8, 19],\n",
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       " 460001993950871: {'day': [9],\n",
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       " 460014263994021: {'day': [8, 9, 10, 11, 12, 13, 15, 16, 18, 19, 20, 21],\n",
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       " 460020808156854: {'day': [19],\n",
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       " 460020154894007: {'day': [11, 12, 15, 17, 18],\n",
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       "  'YD-SZSC001': [2, 2, 2, 4, 2]},\n",
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       " 460095447107263: {'day': [14],\n",
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       " 460021469284038: {'day': [12],\n",
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       " 460016617522887: {'day': [23],\n",
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       " 460018948114120: {'day': [16, 20, 23, 24],\n",
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       " 460110561674952: {'day': [11, 20],\n",
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       " 460110561674953: {'day': [11, 20],\n",
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       " 460019854214870: {'day': [8, 9, 10, 14, 15, 19, 20, 21, 22, 24],\n",
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       " 460028997535494: {'day': [12, 13, 14, 15, 16, 21, 22, 24],\n",
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       " 454120412022543: {'day': [9, 10, 13, 14, 15, 16, 17, 20, 21, 22],\n",
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       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
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       " 460019758925591: {'day': [11, 12, 14, 15, 20],\n",
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       " 460012467914550: {'day': [18],\n",
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       " 460069107009336: {'day': [19, 22],\n",
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       " 460023124592443: {'day': [12],\n",
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       " 460075382605640: {'day': [9],\n",
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       "  'YD-SZSC001': [2, 5, 7, 8, 6, 5, 7, 9, 9, 3, 5, 7, 7, 9, 4, 8, 6]},\n",
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       " 460110414612309: {'day': [17, 24],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460013017630552: {'day': [10, 13],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460018922948443: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015616526173: {'day': [9, 11, 14],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460004472915806: {'day': [19, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460110418413409: {'day': [13],\n",
       "  'DX-SZSC001': [6],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460003006744424: {'day': [11, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460005244798830: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460012300666734: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460093030008691: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460093030008694: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460002841331594: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000360925070: {'day': [8, 9, 13, 14, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1]},\n",
       " 460023072032654: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [5]},\n",
       " 460016327067542: {'day': [13, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [4, 1, 5],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460003892135831: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015826503576: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [5],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460019916998556: {'day': [15, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460078107854760: {'day': [20, 21, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1]},\n",
       " 460015358314413: {'day': [23, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460110496401325: {'day': [8, 12, 15, 16, 17, 19, 20, 21, 24],\n",
       "  'DX-SZSC001': [1, 1, 2, 1, 2, 1, 1, 1, 2],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460110847543217: {'day': [17, 18, 24],\n",
       "  'DX-SZSC001': [1, 2, 1],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460023747184562: {'day': [11, 13],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460045756008373: {'day': [10, 13],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460110739933113: {'day': [23],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110416971714: {'day': [9, 15, 20, 21],\n",
       "  'DX-SZSC001': [1, 1, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460017121626061: {'day': [11, 12, 13, 15, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 2, 2, 3],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460019684607951: {'day': [8, 10, 11, 15, 17, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0]},\n",
       " 460015257520083: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000055134168: {'day': [15, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460019916998620: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000390940641: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460093030008801: {'day': [9, 11],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460013030606825: {'day': [15, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460028146485228: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000130369521: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460016190490616: {'day': [14],\n",
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       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015356610555: {'day': [11, 12, 14],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460000840124421: {'day': [8, 11, 12, 14, 15, 16, 19, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 3, 1, 1, 2, 1, 1, 2, 2, 2]},\n",
       " 460015356610565: {'day': [10, 12, 16],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460010042689546: {'day': [8, 15],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 3],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460020242712586: {'day': [23],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460009925642252: {'day': [22],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 454065216161807: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460011960403986: {'day': [8, 9, 10, 13, 14, 15, 17, 20, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 2, 2, 1, 2, 1, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460110464157714: {'day': [11, 12],\n",
       "  'DX-SZSC001': [6, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015007696918: {'day': [21, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460093030008860: {'day': [20],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460012048615459: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460002319665188: {'day': [11, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202121259: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460013917702188: {'day': [18, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460017725737006: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460018922948657: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000590170169: {'day': [16, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460078246529082: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460016266512448: {'day': [20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460020796360770: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004991830092: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460002606712911: {'day': [13, 14, 21],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460012831508560: {'day': [8, 21, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460110413957203: {'day': [12, 15, 20],\n",
       "  'DX-SZSC001': [1, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460008744290389: {'day': [17],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460012862310494: {'day': [19],\n",
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       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460013010684005: {'day': [21, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460012488624231: {'day': [11, 16],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015597521000: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [4, 2, 2, 2, 3, 2, 4, 4, 3, 5, 3, 3, 3, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460078101956716: {'day': [8, 10, 12, 13, 14, 15, 19, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 11, 2, 1, 2, 1, 19, 6, 3, 4]},\n",
       " 460001941915761: {'day': [11, 14],\n",
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       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460002616150140: {'day': [11, 15, 20, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460028137179261: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460010432104575: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015896627330: {'day': [24],\n",
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       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460078983678082: {'day': [9, 10, 15, 16, 20, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1, 1]},\n",
       " 460000480331913: {'day': [23],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460018268506260: {'day': [13, 17],\n",
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       "  'LT-SZSC001': [2, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460000590170263: {'day': [12],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460000055134365: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460012078631069: {'day': [9, 19],\n",
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       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015696611485: {'day': [9, 14, 16, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460018922948769: {'day': [14, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460012408670375: {'day': [13, 15, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 15, 2],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460029311846572: {'day': [17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1]},\n",
       " 460008640219310: {'day': [22],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460002285324469: {'day': [12],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460012318623925: {'day': [23],\n",
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       "  'LT-SZSC001': [4],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460066544027830: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460020242712774: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 3]},\n",
       " 460020242712776: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460000211765449: {'day': [16, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460110129400009: {'day': [9, 10],\n",
       "  'DX-SZSC001': [3, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460093030009035: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460029893675216: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015856519377: {'day': [17, 21, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 3],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460002911324372: {'day': [13, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460012100520150: {'day': [11, 12, 16],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460066544027864: {'day': [21, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460010378627294: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460010311518431: {'day': [9, 18, 20],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460023192881377: {'day': [18, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460006210799850: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460016617523434: {'day': [10, 11, 16, 17, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 454075240024310: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460020305627383: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460010535520517: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000970148102: {'day': [21, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015316109574: {'day': [12, 19, 20],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460066544027909: {'day': [16, 17, 20, 21, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460000152652041: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 454003076761871: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [5],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004312221975: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460015202339096: {'day': [9, 10, 14, 16, 17, 18, 19, 20, 21, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1, 1, 1, 2, 1, 1, 1, 1, 3],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460029153380640: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 455070001137953: {'day': [12, 23],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460016497330470: {'day': [10, 11, 14, 15, 16, 17, 18, 19, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2, 1, 1, 1, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460011568630056: {'day': [12, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460110759725353: {'day': [12, 23],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015616526636: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015202339131: {'day': [8, 12, 13, 14, 15, 16, 17, 19, 20, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 3, 1, 2, 2, 1, 2, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460010510616892: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004352198973: {'day': [16, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460023236790588: {'day': [10, 17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460015202339143: {'day': [10, 11, 13, 14, 15, 16, 17, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 3, 1, 1, 1, 1, 1, 2, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460015534213447: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460028863449415: {'day': [13, 14, 15, 16, 17, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 1, 1, 1, 1]},\n",
       " 460018638522707: {'day': [13, 16, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 454003071781205: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460093030009174: {'day': [11, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460003130476890: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460020272073051: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110410549595: {'day': [11, 18],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015202339175: {'day': [10, 12, 13, 17, 20, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460016797616487: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460002218084713: {'day': [9, 12, 14, 17, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1]},\n",
       " 460015202339177: {'day': [8, 9, 10, 11, 12, 14, 18, 19, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 9, 15, 1, 4, 5, 6],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460015202339179: {'day': [14, 15, 16, 19, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 2, 1, 5],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460007082166637: {'day': [9, 11, 13, 14, 17],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1]},\n",
       " 460012460312948: {'day': [16, 18, 21, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 2, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460013267716469: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460016993044854: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460093030009205: {'day': [20],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000146491768: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460002606713208: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460010022373754: {'day': [9, 10, 11, 13, 14, 17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [3, 2, 3, 1, 1, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460016690006395: {'day': [16, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460092091009419: {'day': [13, 14, 15, 16, 19, 20, 21, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460017140107660: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460003582151053: {'day': [11, 13, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460002591377806: {'day': [17, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 454120621476240: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110414219668: {'day': [11],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460017725737370: {'day': [12, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460012862310817: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460078201833889: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110416972196: {'day': [18],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015866612150: {'day': [21],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110121667003: {'day': [13, 15, 16, 17, 21, 24],\n",
       "  'DX-SZSC001': [2, 4, 1, 1, 1, 3],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460015896627645: {'day': [21],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460006851873214: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460027011271104: {'day': [11, 16, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 6]},\n",
       " 460004202121665: {'day': [8, 11, 13, 15, 16, 19, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 2, 1, 1, 1, 2]},\n",
       " 460016617523653: {'day': [8, 12, 14, 15, 19, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1, 2, 2, 2, 4, 1, 1, 4],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460004202121670: {'day': [9, 10, 11, 15, 16, 19, 20],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 16, 4]},\n",
       " 460023185410503: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202121673: {'day': [9, 13, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 2]},\n",
       " 460023127869898: {'day': [11, 12, 16],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460094522788297: {'day': [19, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202121682: {'day': [9, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 2, 4, 1, 5, 1, 2, 3, 3, 1, 2]},\n",
       " 460019582503380: {'day': [9, 10, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 1, 1, 1, 2, 2, 1, 2, 2, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460002601863645: {'day': [13, 14, 20, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 2]},\n",
       " 460005143218653: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460095142103520: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460010662529505: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015602633185: {'day': [11, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460000500386279: {'day': [9, 12, 13, 20, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1]},\n",
       " 460015866612199: {'day': [16, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460010432104937: {'day': [9, 12, 17, 18, 19, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 1, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460021180795373: {'day': [13, 16, 17, 20, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 1, 2, 1, 2]},\n",
       " 460000146491888: {'day': [9, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 2]},\n",
       " 460008260372977: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460010378627568: {'day': [9, 13, 18],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460010872113649: {'day': [12, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460022569110006: {'day': [10, 11, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [3, 1, 1]},\n",
       " 460065524025847: {'day': [18, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460019936922107: {'day': [10, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202121725: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1,\n",
       "   12,\n",
       "   16,\n",
       "   17,\n",
       "   21,\n",
       "   13,\n",
       "   5,\n",
       "   18,\n",
       "   42,\n",
       "   27,\n",
       "   16,\n",
       "   9,\n",
       "   15,\n",
       "   18,\n",
       "   9,\n",
       "   10,\n",
       "   18]},\n",
       " 460004202121729: {'day': [9, 11, 12, 13, 14, 15, 16, 17, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [21, 4, 6, 1, 14, 17, 12, 15, 13, 17]},\n",
       " 460004202121732: {'day': [8, 11, 14, 15, 16, 19, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 1, 1, 1, 1]},\n",
       " 460004202121733: {'day': [10, 11, 12, 13, 14, 17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1, 1, 1]},\n",
       " 460004202121734: {'day': [11, 16, 20, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1]},\n",
       " 460004202121740: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 3, 2, 2, 2, 4, 3, 2, 1, 2, 4, 1, 4, 2, 1]},\n",
       " 460004202121741: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460065524025871: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121750: {'day': [15, 19, 20],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460007893240350: {'day': [14, 15],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202121760: {'day': [12, 13, 14, 15, 16, 18, 19, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 2, 2, 1, 2]},\n",
       " 460004202121768: {'day': [9, 10, 11, 13, 14, 15, 16, 17, 19, 20, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [6, 2, 1, 2, 2, 3, 1, 3, 1, 3, 1, 2]},\n",
       " 460012418632235: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [6, 4, 10, 8, 2, 5, 2, 3, 22, 3, 6, 5, 4, 1, 4],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460004202121773: {'day': [20, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460004202121774: {'day': [9, 11, 12, 13, 16, 17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 4, 5, 1, 3, 1, 2, 3]},\n",
       " 460016606644783: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [4],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110413957683: {'day': [9, 24],\n",
       "  'DX-SZSC001': [2, 2],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202121783: {'day': [9, 10, 13, 14, 15, 16, 17, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 3, 4, 1, 2, 2, 3, 5, 3]},\n",
       " 460013020514873: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121788: {'day': [11, 14, 15, 16, 17, 18, 19, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 1, 1, 10, 2, 1, 2]},\n",
       " 460004202121791: {'day': [9, 10, 19, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 2, 1]},\n",
       " 460029768895039: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460010134309441: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110590118464: {'day': [11, 15, 22],\n",
       "  'DX-SZSC001': [2, 3, 2],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460110413957701: {'day': [9, 11, 18, 20],\n",
       "  'DX-SZSC001': [1, 1, 2, 1],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460004202121799: {'day': [16, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460028137441864: {'day': [13, 15, 16],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460004202121801: {'day': [10, 19, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460004202121802: {'day': [8, 9, 10, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1, 2, 5, 1, 3, 3, 3, 2, 2, 2, 1]},\n",
       " 460004202121803: {'day': [9, 10, 11, 13, 14, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [12, 5, 6, 19, 1, 28, 37, 30, 25, 26]},\n",
       " 460004202121804: {'day': [8, 11, 12, 14, 15, 16, 17, 18, 19, 20, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 3, 6, 1, 1, 3, 2, 5, 5, 2, 7, 1]},\n",
       " 460019852905034: {'day': [21],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121813: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 4, 6, 3, 2, 1, 6, 4, 5, 3, 2, 2, 3, 1, 9, 5, 2]},\n",
       " 460110414613077: {'day': [11],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121819: {'day': [16, 19, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1]},\n",
       " 460004202121820: {'day': [9, 12, 13, 19, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 1, 1, 1, 1, 2]},\n",
       " 460092091009629: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 3, 4, 1, 2, 2, 12, 4, 1, 1, 1, 3, 1, 1, 11],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460018968300127: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121824: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 3, 3, 1, 2, 3, 2, 1, 2, 2, 1, 2]},\n",
       " 460004202121825: {'day': [11, 18, 20],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 3, 2]},\n",
       " 460010588605024: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460065524025951: {'day': [21],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121829: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 4, 9, 7, 6, 6, 15, 5, 8, 8, 6, 3, 4, 2, 4, 4, 4]},\n",
       " 460004202121830: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 2, 3, 3, 2, 4, 2, 2, 2, 1, 3, 2, 2, 1]},\n",
       " 460004202121831: {'day': [11, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [3, 3, 3]},\n",
       " 460004202121834: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [3, 1, 10, 2, 4, 6, 2, 4, 4, 1, 2, 4, 2, 1, 4]},\n",
       " 460004202121837: {'day': [9, 12, 13, 15, 16, 17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 2, 1, 1, 1]},\n",
       " 460004202121842: {'day': [8, 13, 16, 17, 19, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 3, 1, 2, 1, 2, 1, 6]},\n",
       " 460004202121844: {'day': [13, 14],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [3, 1]},\n",
       " 460004202121847: {'day': [11, 15],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460016727624312: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460020185959031: {'day': [9, 10, 15, 16, 20, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1]},\n",
       " 460012460313212: {'day': [23, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202121855: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [3, 1, 1, 6, 8, 4, 2, 2, 10, 1, 2, 6, 4, 1]},\n",
       " 460004202121857: {'day': [13, 14, 15, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [5, 1, 1, 2, 2]},\n",
       " 460006530747011: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460011122461316: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460001553156741: {'day': [12, 14, 16],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 3]},\n",
       " 460004202121861: {'day': [9, 10, 12, 16, 17, 19, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 2, 2, 1, 2]},\n",
       " 460004202121862: {'day': [20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 2, 2]},\n",
       " 460004202121863: {'day': [8, 13, 14, 15, 16, 18, 20, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 1, 1, 2, 2, 1]},\n",
       " 460023127870084: {'day': [9,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [25, 26, 27, 57, 63, 43, 40, 22, 67, 65, 58, 73, 51, 18]},\n",
       " 460004202121867: {'day': [14, 18, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 3, 1]},\n",
       " 460075206314635: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000790186637: {'day': [16, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 4]},\n",
       " 460004202121869: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [3, 3, 2, 1, 3, 1, 1, 1, 3, 1, 4, 3, 2, 1, 2]},\n",
       " 460110771784334: {'day': [9, 10, 13, 14, 15, 18, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [1, 2, 2, 1, 2, 1, 1, 1, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460004202121874: {'day': [14, 16],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460004202121878: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 3, 2, 4, 3, 4, 4, 5, 4, 6, 3, 3, 3, 3, 3]},\n",
       " 460015176518294: {'day': [9, 10, 16],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460065524026008: {'day': [13, 19, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 2],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460004202121885: {'day': [9, 13, 14, 15, 16, 17, 18, 19, 21, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 3, 1, 1, 1, 2, 2, 1, 2, 1]},\n",
       " 460011621321373: {'day': [11, 12, 14, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460028137441952: {'day': [17, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460012460313249: {'day': [9, 12, 14, 18, 19, 20],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460004202121892: {'day': [15, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460018468522660: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 454030003014310: {'day': [12],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460001431521958: {'day': [11, 13, 18],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1]},\n",
       " 460004202121894: {'day': [9, 10, 12, 13, 14, 16, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1, 2, 4, 6, 2]},\n",
       " 460020109281968: {'day': [11, 12, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 1, 2, 8, 6]},\n",
       " 460065524026034: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460029867854516: {'day': [18, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460078001556149: {'day': [12, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 2]},\n",
       " 460014976633529: {'day': [9, 10, 14, 15, 17, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 2, 2, 2, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460022449310394: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460065524026045: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121921: {'day': [9, 14, 16, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [7, 2, 2, 5]},\n",
       " 460004202121923: {'day': [10, 11, 15, 16, 19, 20, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 1, 24, 4, 1]},\n",
       " 460004202121925: {'day': [9, 14, 18, 19, 21, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 4, 1, 3, 1, 1]},\n",
       " 460004202121926: {'day': [21, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 3]},\n",
       " 460004202121928: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1, 2, 2, 4, 2, 1, 3, 4, 4, 2, 1, 2, 2]},\n",
       " 460004202121933: {'day': [21, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 2]},\n",
       " 460065524026062: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110392724176: {'day': [17, 24],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460065524026070: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121943: {'day': [14, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [3, 1]},\n",
       " 460004202121950: {'day': [10, 11, 12, 13, 16, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 4, 3, 1, 2, 5, 4]},\n",
       " 460009781988062: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202121953: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 3, 3, 4, 6, 7, 6, 4, 7, 3, 4, 5, 4, 2, 2, 3]},\n",
       " 460019854215906: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121955: {'day': [20, 21, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1]},\n",
       " 460078011648739: {'day': [9, 13, 16, 17, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 5, 1, 3, 2]},\n",
       " 460012408670949: {'day': [18, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460018862918374: {'day': [9, 14],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202121962: {'day': [9, 13, 14, 15, 16, 17, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [4, 6, 4, 6, 8, 5, 3, 3, 1, 6, 7]},\n",
       " 460004202121964: {'day': [10, 12, 13, 14, 15, 16, 19, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1, 3, 2, 1, 1, 1, 1]},\n",
       " 460012460313325: {'day': [18, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460110419200748: {'day': [12],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460018862000881: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121973: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [5, 2, 4, 8, 4, 5, 4, 3, 3, 2, 1, 3, 2, 2, 5, 4]},\n",
       " 454120416611065: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202121979: {'day': [8, 9, 10, 12, 13, 14, 15, 16, 17, 20, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [4, 3, 1, 8, 15, 21, 6, 26, 5, 11, 12, 32, 6]},\n",
       " 460004202121980: {'day': [17, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460065524026107: {'day': [16, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202121982: {'day': [15, 17, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460018468522750: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460013287770881: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202121987: {'day': [8, 9, 11, 19, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1]},\n",
       " 460004202121988: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1, 3, 5, 5, 2, 6, 2, 5, 5, 5, 4, 7, 9, 5, 5]},\n",
       " 460005342186245: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460025066949380: {'day': [20, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015966620423: {'day': [13, 15, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460004202121995: {'day': [12, 13, 15, 17, 19, 20, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 2, 1, 1, 1, 2, 2]},\n",
       " 460004202121998: {'day': [9, 10, 13, 16, 17, 20, 21, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [3, 2, 1, 3, 4, 2, 3, 2, 2]},\n",
       " 460014776617744: {'day': [15, 16],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460016687647505: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460065004063506: {'day': [9, 14, 16, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0]},\n",
       " 460016151956243: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1, 2, 3, 1, 3, 1, 1, 5, 4, 3, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460029867854612: {'day': [9, 11, 19],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460004202122005: {'day': [12, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1]},\n",
       " 460020185959195: {'day': [9, 10, 13, 14, 15, 16, 17],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [38, 27, 51, 54, 51, 53, 46]},\n",
       " 460069127064347: {'day': [13, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202122013: {'day': [17],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460010980510495: {'day': [21],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460093351004966: {'day': [18, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460003462220583: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202122023: {'day': [16, 19, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460010828204839: {'day': [16, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460000146623274: {'day': [12, 15, 19],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460004202122029: {'day': [15, 16, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460003401534254: {'day': [9, 13, 14, 15, 16, 17, 20, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 1, 3, 1, 1, 1, 1, 1, 1]},\n",
       " 460004202122033: {'day': [10, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202122038: {'day': [11, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460010688613175: {'day': [12, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460077768379190: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460004202122041: {'day': [14],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460010378627898: {'day': [19, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202122043: {'day': [10, 13, 14, 15, 16],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 2]},\n",
       " 460097420004153: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460077660244799: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460110415792959: {'day': [22, 24],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460013090114369: {'day': [9,\n",
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       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [4, 2, 3, 4, 3, 4, 6, 3, 3, 4, 7, 4, 3, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460065524026177: {'day': [14, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460026180275011: {'day': [17],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460065524026179: {'day': [18, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202122054: {'day': [14, 16],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460005243226950: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202122057: {'day': [13, 15],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460065524026189: {'day': [11, 13],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004702161746: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202122068: {'day': [10, 12, 20, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 1, 1]},\n",
       " 460012968610646: {'day': [8,\n",
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       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [4,\n",
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       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460018912987996: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202122079: {'day': [11, 12, 14, 18, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [5, 2, 5, 2, 12, 2, 3, 2]},\n",
       " 460020809075553: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460019434261348: {'day': [11, 14, 15],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460029153643367: {'day': [11, 12, 19],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 2]},\n",
       " 460004202122088: {'day': [12, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460065524026218: {'day': [9],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000180177774: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460004202122095: {'day': [14],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460004202122096: {'day': [13, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460016907062130: {'day': [11, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202122100: {'day': [9, 11, 16, 20],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460065524026228: {'day': [13, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460012970314614: {'day': [13, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460004202122104: {'day': [10, 16, 19],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460012970314616: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460017051634553: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202122107: {'day': [11, 12, 14, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460004202122113: {'day': [14, 16, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 2, 3]},\n",
       " 460002371570562: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [3, 1]},\n",
       " 460110454983555: {'day': [10],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460002581678983: {'day': [9, 14],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460110410812300: {'day': [9, 11, 17, 21, 22],\n",
       "  'DX-SZSC001': [3, 1, 1, 2, 1],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460000670124941: {'day': [14, 15, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 2]},\n",
       " 460004202122126: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460004202122127: {'day': [14, 15, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1]},\n",
       " 460006481857421: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460065524026256: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460095347100559: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 404205000592275: {'day': [17],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110414351253: {'day': [19],\n",
       "  'DX-SZSC001': [2],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202122136: {'day': [16, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460110101089183: {'day': [14, 16, 17, 18, 20, 21, 22, 24],\n",
       "  'DX-SZSC001': [2, 1, 2, 2, 1, 2, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460028140194721: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460003630386082: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460099521743778: {'day': [17],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [12],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460010432105382: {'day': [9, 13, 14, 15, 16, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460029898787752: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460004202122153: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015416249259: {'day': [9, 11, 12, 13, 15, 16, 17, 18, 20, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 2, 4, 1, 2, 2, 2, 2, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460004202122156: {'day': [9, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460065524026284: {'day': [9, 10],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460069127064491: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460065524026292: {'day': [16, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202122169: {'day': [11, 12, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 2]},\n",
       " 460079048952763: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202122173: {'day': [14, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460065524026302: {'day': [19, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460065524026303: {'day': [18, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460002506968001: {'day': [13, 15, 20, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 1]},\n",
       " 460007650364364: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460093030009807: {'day': [18, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202122197: {'day': [21, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460002606975959: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202122202: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460008260373476: {'day': [9, 11],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202122215: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460013267717096: {'day': [10, 11],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 3],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460002815511529: {'day': [9, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460020287933418: {'day': [16, 20, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460002606582763: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460110412254194: {'day': [12, 18, 19],\n",
       "  'DX-SZSC001': [1, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460007850380275: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015696219123: {'day': [10, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 3],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460075206314997: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460017441049595: {'day': [9, 10, 11, 14, 15, 17, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [3, 3, 1, 1, 1, 3, 2, 3, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460012044291079: {'day': [17, 20, 21, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460005342186504: {'day': [9, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460007192529941: {'day': [21, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460001102531609: {'day': [11, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460007464242205: {'day': [14, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460002631879711: {'day': [18, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460001941916704: {'day': [9,\n",
       "   10,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 2, 4, 2, 1, 2, 3, 3, 2, 2, 3, 1, 3, 1]},\n",
       " 460016926067747: {'day': [14, 17, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460010797403178: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004202122285: {'day': [10, 15, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460016687647789: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202122293: {'day': [13, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202122295: {'day': [9, 14, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460018804067387: {'day': [16, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460012717083710: {'day': [19, 21],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460004092152920: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [7]},\n",
       " 460075757735001: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460029894593627: {'day': [9, 14, 15, 16, 17, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 1, 2, 2, 1]},\n",
       " 460002508672092: {'day': [22, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460020304972895: {'day': [13, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460003542174819: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460002961132657: {'day': [8, 9, 13],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460019018501233: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460019143019633: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460003543223419: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460027894172795: {'day': [9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [4, 1, 1, 2, 1, 2, 4, 3, 4, 1, 2, 1, 1, 1, 2]},\n",
       " 460004202122374: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 3, 5, 4, 3, 4, 4, 5, 4, 3, 3, 4, 6, 4, 4]},\n",
       " 460013690293382: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015934901387: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004182199439: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460008744291473: {'day': [16, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460091662011547: {'day': [13, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460065004063901: {'day': [14],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460015856520353: {'day': [13, 15, 22],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460029148662946: {'day': [11, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460020209683621: {'day': [9, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202122420: {'day': [19, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460000840125621: {'day': [10, 15, 16, 19, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1]},\n",
       " 460000961498295: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460015516519608: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460010872507577: {'day': [9, 15, 17, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0]},\n",
       " 460012199218361: {'day': [11, 13],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [3, 4],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460016266513605: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460012318624968: {'day': [9, 14, 15, 16, 18, 19, 20, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 3, 2, 2, 1, 2, 2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460012470406344: {'day': [9, 10, 13, 15, 17, 18, 20, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [14, 25, 45, 17, 23, 19, 3, 24, 13],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460003006876881: {'day': [11, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460011371629788: {'day': [24],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460090515000544: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460013020515556: {'day': [11, 13, 14, 15, 16, 17, 18, 19],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 2, 1, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460019864046820: {'day': [9, 10, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460019582504166: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110414613739: {'day': [13, 16],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460016072920303: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110759595253: {'day': [10, 17],\n",
       "  'DX-SZSC001': [1, 2],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460021238861052: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460012248632576: {'day': [16, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460022701886724: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460017636609287: {'day': [21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 3, 3],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460079964359952: {'day': [17],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460002255834388: {'day': [11, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460015450066197: {'day': [12, 13, 14, 15, 16, 18, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 2, 1, 2, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0]},\n",
       " 460099521744149: {'day': [21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460000152653085: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460013010685216: {'day': [15, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460015386627364: {'day': [16, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460029188771114: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460019831934252: {'day': [13, 14],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460000280317234: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460015356611890: {'day': [14, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460000390942005: {'day': [9, 12, 13, 14, 15, 16, 17, 20, 21, 22, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 1, 1, 1, 1, 1, 1, 1, 2, 4]},\n",
       " 460005572218169: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460029866413371: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000201149757: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460012701617472: {'day': [9, 11, 13, 14, 15, 17, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 2, 1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460000570772801: {'day': [9, 10, 11, 13, 16, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 1, 1, 1]},\n",
       " 460013010685253: {'day': [9, 10, 14, 15, 16],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 2, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460016797617480: {'day': [9, 13, 14, 17, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460000390942034: {'day': [10, 11, 15, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1]},\n",
       " 460015656504661: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 7, 3, 1, 5, 5, 3, 3, 5, 4, 5, 4, 4, 3, 4, 3, 4],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460093030010206: {'day': [13, 17, 20],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460077661556067: {'day': [13, 15, 16, 17, 20, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [3, 2, 2, 3, 2, 2, 4, 3, 1]},\n",
       " 460022463073636: {'day': [22],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [5]},\n",
       " 460028129316197: {'day': [11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 2, 1, 1, 1, 1, 1, 2, 1, 4]},\n",
       " 460004202122603: {'day': [11, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460011164011885: {'day': [9, 10, 11, 13, 14, 15, 17, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [5, 1, 1, 1, 2, 1, 2, 2, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460019486952814: {'day': [21],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460000152653168: {'day': [16, 19],\n",
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       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460004202122609: {'day': [9, 12, 14],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2]},\n",
       " 460029866413429: {'day': [10, 14, 15, 16, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 1, 2, 2]},\n",
       " 460110914522486: {'day': [15, 17],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460110413041015: {'day': [18, 20],\n",
       "  'DX-SZSC001': [1, 1],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460007790349690: {'day': [18, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460011118660987: {'day': [15, 21, 23],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [4, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460014976634235: {'day': [11, 18],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [2, 2],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460018796989819: {'day': [18],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460013060623743: {'day': [17, 20],\n",
       "  'DX-SZSC001': [0, 0],\n",
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       "  'YD-SZSC001': [0, 0]},\n",
       " 460077661556099: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460023140453768: {'day': [11, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1]},\n",
       " 460020071796108: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460010042690963: {'day': [15],\n",
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       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460011781623192: {'day': [16, 17, 19, 20, 21, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0]},\n",
       " 460008760282521: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460004202122651: {'day': [8,\n",
       "   9,\n",
       "   10,\n",
       "   11,\n",
       "   12,\n",
       "   13,\n",
       "   14,\n",
       "   15,\n",
       "   16,\n",
       "   17,\n",
       "   18,\n",
       "   19,\n",
       "   20,\n",
       "   21,\n",
       "   22,\n",
       "   23,\n",
       "   24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [11, 9, 14, 15, 1, 5, 1, 4, 8, 14, 6, 9, 3, 10, 6, 5, 9]},\n",
       " 460075180232097: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110086671778: {'day': [11, 12, 21],\n",
       "  'DX-SZSC001': [1, 1, 1],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460110874938787: {'day': [11, 23],\n",
       "  'DX-SZSC001': [1, 1],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460110419201444: {'day': [17],\n",
       "  'DX-SZSC001': [6],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460016087600562: {'day': [11],\n",
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       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460020746292658: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460017352052150: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [5],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460020808551862: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110770605497: {'day': [16],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460010448620986: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460013060623807: {'day': [12, 13, 17],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
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       "  'YD-SZSC001': [0, 0, 0]},\n",
       " 460110417366465: {'day': [15],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460001931955655: {'day': [11, 12],\n",
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       " 460007686409674: {'day': [8, 9, 10, 14, 15],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
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       "  'YD-SZSC001': [1, 1, 1, 1, 1]},\n",
       " 460011851091402: {'day': [24],\n",
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       " 460013675613642: {'day': [11],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460003582152141: {'day': [15, 22],\n",
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       "  'YD-SZSC001': [1, 1]},\n",
       " 460012460314061: {'day': [15],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460018948115919: {'day': [8],\n",
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       "  'YD-SZSC001': [0]},\n",
       " 460078144556492: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
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       "  'YD-SZSC001': [2]},\n",
       " 460015826505172: {'day': [12, 16, 17, 19, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 1, 1, 1, 1],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460110782402008: {'day': [11],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460110414482906: {'day': [19],\n",
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       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460079750712795: {'day': [10],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460003742191071: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460002606714339: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460110414613987: {'day': [18],\n",
       "  'DX-SZSC001': [3],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202122726: {'day': [9, 10, 11],\n",
       "  'DX-SZSC001': [0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0],\n",
       "  'YD-SZSC001': [3, 1, 2]},\n",
       " 460029141061094: {'day': [15, 17, 22, 23],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 1, 2]},\n",
       " 460028138884587: {'day': [15],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460000581389804: {'day': [10, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460012970315244: {'day': [10, 11, 14, 15, 16],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 1, 1, 1, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460000140332526: {'day': [12],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460027958529517: {'day': [21, 22],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460013090115057: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460003193261554: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460002591378931: {'day': [9, 10, 13, 14, 16, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [2, 1, 2, 1, 2, 1, 1]},\n",
       " 460001362185717: {'day': [12, 15],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [2, 1]},\n",
       " 460020808683000: {'day': [18],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 460003908521467: {'day': [11, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 2]},\n",
       " 460004202122749: {'day': [12, 23],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460028897529346: {'day': [19],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460110445940238: {'day': [9, 16, 17, 20, 21],\n",
       "  'DX-SZSC001': [1, 1, 1, 1, 3],\n",
       "  'LT-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460010688613904: {'day': [23, 24],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460009781988881: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460017121627667: {'day': [16],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460012082302484: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460004202122775: {'day': [22],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [2]},\n",
       " 460002319666713: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [4]},\n",
       " 460004202122777: {'day': [11, 19, 21, 22],\n",
       "  'DX-SZSC001': [0, 0, 0, 0],\n",
       "  'LT-SZSC001': [0, 0, 0, 0],\n",
       "  'YD-SZSC001': [1, 1, 2, 1]},\n",
       " 460018922950174: {'day': [17],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460013456461350: {'day': [9, 10, 12, 15, 16, 17, 19, 21, 22, 23, 24],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [2, 2, 4, 1, 1, 1, 1, 3, 1, 2, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]},\n",
       " 460004202122806: {'day': [23],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [0],\n",
       "  'YD-SZSC001': [3]},\n",
       " 454065801006647: {'day': [14],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460010378628668: {'day': [11],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [3],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460014501105220: {'day': [8, 11, 14, 17, 21],\n",
       "  'DX-SZSC001': [0, 0, 0, 0, 0],\n",
       "  'LT-SZSC001': [1, 2, 1, 3, 2],\n",
       "  'YD-SZSC001': [0, 0, 0, 0, 0]},\n",
       " 460016156544585: {'day': [13],\n",
       "  'DX-SZSC001': [0],\n",
       "  'LT-SZSC001': [2],\n",
       "  'YD-SZSC001': [0]},\n",
       " 460077685411404: {'day': [10, 12],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [0, 0],\n",
       "  'YD-SZSC001': [1, 1]},\n",
       " 460016266513997: {'day': [15, 19],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " 460012224253523: {'day': [14, 17],\n",
       "  'DX-SZSC001': [0, 0],\n",
       "  'LT-SZSC001': [1, 1],\n",
       "  'YD-SZSC001': [0, 0]},\n",
       " ...}"
      ]
     },
     "execution_count": 49,
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